Turbofan Engine Health Prediction Model Based on ESO-BP Neural Network

Turbofan Engine Health Prediction Model Based on ESO-BP Neural Network

Predicting the health index of turbofan engines is critical in reducing downtime and ensuring aircraft safety. This study introduces the elite snake optimizer-back propagation (ESO-BP) model to address the challenges of low accuracy and poor stability in predicting the health index of turbofan engin...

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Bibliographic Details
Main Authors: Xiaoli Zhang, Nuo Xu, Wei Dai, Guifu Zhu, Jun Wen
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
turbofan engine
health index prediction
snake optimizer
BP neural network
intelligent optimization algorithms
Online Access:https://www.mdpi.com/2076-3417/14/5/1996

Internet

https://www.mdpi.com/2076-3417/14/5/1996

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